Coefficient Summary

Coefficient Summary

Overview

Rubiscape now provides Coefficient Summary support for Ridge, Lasso, and Poisson regression, extending the existing functionality available for Linear and Polynomial Regression. This ensures all supported regression models display their feature impact clearly and consistently.

Supported Algorithms

Coefficient Summary is now available for:
• Linear Regression
• Polynomial Regression
• Ridge Regression
• Lasso Regression
• Poisson Regression

Key Behaviors

• Calculates coefficients for all supported regression algorithms.
• Keeps format consistent with Linear & Polynomial Regression.
• Results remain stable across identical runs.
• Coefficients shown only for regression algorithms.
• Does not overwrite existing summaries.

Viewing Coefficient Summary

Coefficient values can be viewed under the Results Panel inside each regression node.


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